The embodiments discussed herein are related to a temperature measurement system and a temperature measurement method.
At a recent stage of the advanced information society, a computer processes a large amount of data, and a large number of such computers are often installed in the same room for collective management in a facility such as a data center. In such a circumstance, each computer generates a large amount of heat, which may cause malfunction or failure. For this reason, means for cooling the computer is used. Hence, normally in a data center, heat generated in a computer is discharged out of the computer with a fan, while the room temperature is adjusted using an air conditioner.
Meanwhile, the amount of heat generated from a computer varies depending on the operating state of the computer. In order to prevent malfunction and failure of computers due to heat, it is conceivable, for example, to use an air conditioner having a cooling capacity corresponding to the maximum amount of heat generated from computers and operate the air conditioner at its maximum capacity constantly. However, operating an air conditioner having a large cooling capacity at its maximum capacity constantly is not preferable from the viewpoints of not only high running cost but also energy saving and CO2 reduction. Thus, it is desired to efficiently control an air conditioning system depending on the amount of heat generated from each rack.
In order to efficiently control an air conditioning system, the temperature of each rack installed in a data center is preferably to be measured in real time. Heretofore, the use of an optical fiber as a thermosensor has been proposed for measuring a temperature distribution in an area having multiple heat sources, such as in a data center.
However, since an optical fiber used as a thermosensor has a low position resolution, it is difficult to precisely and efficiently measure a temperature distribution at a site where temperature measurement spots (measurement points) are densely located.
An aspect of the disclosed technology provides a temperature measurement system including: a first area having multiple temperature-measurement targets; a second area demarcated from the first area; an optical fiber installed in such a manner as to be drawn from the second area to the first area for each of the temperature-measurement targets and to pass through the temperature-measurement targets; a temperature measurement apparatus having a light source and configured to acquire temperatures at multiple measurement points along an installation path of the optical fiber by detecting backscattered light generated when light emitted from the light source passes through the optical fiber; and a signal processor configured to correct the temperatures at the measurement points acquired by the temperature measurement apparatus. The optical fiber has a reference temperature-measurement unit disposed in the second area to measure a temperature in the second area. When making the correction, the signal processor replaces the temperatures at the measurement points located in the second area with the temperature at the reference temperature-measurement unit.
Another aspect of the disclosed technology provides a temperature measurement method of measuring temperatures of multiple temperature-measurement targets disposed in a first area, the temperature measurement method including: installing an optical fiber in such a manner that the optical fiber is drawn from a second area having an adjusted temperature to the first area for each of the temperature-measurement targets and passes through the temperature-measurement targets, and disposing a portion of the optical fiber in the second area by a predetermined length and setting the portion as a reference temperature-measurement unit configured to measure a temperature of the second area; acquiring a measured temperature distribution by emitting light into the optical fiber, and detecting backscattered light generated in the optical fiber to detect temperatures at multiple measurement points along an installation path of the optical fiber; and correcting the measured temperature distribution multiple times, and replacing the temperatures at the measurement points in the second area with the temperature at the reference temperature-measurement unit when the correction is made.
The object and advantages of the embodiments will be realized and attained by means of the elements and combinations particularly pointed out in the claims.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory and are not restrictive of the embodiments, as claimed.
Description is given below with regard to embodiments with reference to the accompanying drawings.
The computer room exemplified in
In the device installation area 10a, multiple racks (server racks) 11 are aligned in each row. As illustrated in
The racks 11 adjacent to each other in different rows are disposed in such a manner that an inlet surface and an inlet surface, or an outlet surface and an outlet surface, face each other. The space between the rows serves as an aisle for the operator to pass through. In a floor of an aisle at the inlet surface side, grills (vent holes) 12a are disposed for each rack 11, so that the free access floor 10b communicates with the device installation area 10a.
Moreover, in the computer room, one or multiple air conditioners 19 are installed. The air conditioners 19 take in air from the device installation area 10a and adjust the temperature to supply low temperature air to the free access floor 10b. This low temperature air is sent to the device installation area 10a through the grills 12a and flows into the racks 11 through the inlet surfaces. Then, the air having a temperature increased by cooling the computers 16 in the racks 11 is discharged to the device installation area 10a from the outlet surfaces of the racks 11.
In the computer room depicted in
In the computer room as described above, it is desired to reduce the energy consumed by the air conditioning system. As one of the methods therefor, it is conceivable to control the airflow rate or the like of the air conditioners 19 in real time in accordance with a temperature distribution acquired by providing multiple measurement points at the inlet surface and the outlet surface of each rack 11 and constantly monitoring the temperature at each of the measurement points.
In this case, if a thermosensor such as a thermocouple or a thermistor is installed at each measurement point, this brings about a problem that the number of wires connecting these thermosensors to a measuring device becomes large, making the installation and maintenance of the wires complicated. For this reason, an optical fiber may be used as the thermosensors.
As illustrated in
The temperature measurement apparatus 20 has a laser light source 21, lenses 22a and 22b, a beam splitter 23, a wavelength separator 25, a light detector 26, and a temperature distribution-measurement unit 27.
The laser light source 21 outputs laser light with a predetermined pulse width in a constant cycle. The laser light passes through the lenses 22a, the beam splitter 23, and the lenses 22b, and then enters the optical fiber 24 through the end portion of the optical fiber 24 on the light source side. Note that, in
The light thus entered the optical fiber 24 is partially backscattered by molecules of the material of the optical fiber 24. The backscattered light includes Rayleigh scattered light, Brillouin scattered light, and Raman scattered light as exemplified in
Raman scattered light include Strokes light shifted to a long wavelength side from the incident light, and anti-Strokes light shifted to a short wavelength side from the incident light. The shift amount of each of Strokes light and anti-Strokes light depends on the wavelength of laser light and the material of the optical fiber 24, but is normally approximately 50 nm. In addition, the amount of Strokes light changed due to the temperature is small, while the amount of anti-Strokes light changed due to the temperature is large. In other words, it may be said that Strokes light has a small temperature dependency while anti-Strokes light has a large temperature dependency.
As illustrated in
The wavelength separator 25 has beam splitters 31a, 31b, 31c configured to transmit or reflect light depending on the wavelength thereof, and optical filters 33a, 33b, 33c configured to transmit light having a specific wavelength. Moreover, the wavelength separator 25 has condenser lenses 34a, 34b, 34c configured to condense light having passed through the optical filters 33a, 33b, 33c on light receivers 26a, 26b, 26c of the light detector 26.
The beam splitters 31a, 31b, 31c and the optical filters 33a, 33b, 33c separate the light incident on the wavelength separator 25 into Rayleigh scattered light, Strokes light, and anti-Strokes light, which are inputted into the light receivers 26a, 26b, 26c of the light detector 26. As a result, the light receivers 26a, 26b, 26c output signals corresponding to intensities of the Rayleigh scattered light, the Strokes light, and the anti-Strokes light.
The temperature distribution-measurement unit 27 acquires a measured temperature distribution along an installation path of the optical fiber 24 on the basis of the signals outputted from the light detector 26. A signal processor 28 corrects the measured temperature distribution outputted from the temperature measurement apparatus 20 and executes signal processing to make the measured temperature distribution close to an actual temperature distribution. The signal processing by the signal processor 28 will be described in detail later.
Meanwhile, the backscattered light generated in the optical fiber 24 attenuates while returning through the optical fiber 24. For this reason, in order to correctly evaluate the temperature at a position where backscattering occurs, it is preferable to take the attenuation of light into consideration.
When the temperature is not uniform in the length direction of the optical fiber 24, for example, when a high temperature portion and a low temperature portion exist in the length direction, the signal intensities of Strokes light and anti-Strokes light do not attenuate uniformly, but peaks and troughs appear in curves representing the change in the signal intensity with time as illustrated in
Note that the intensities of Raman scattered light (Strokes light and anti-Strokes light) at the position where backscattering has occurred change due to temperature, but the temperature dependency of the intensity of Rayleigh scattered light is so small that it is negligible. Thus, it is preferable to correct the intensities of Strokes light and anti-Strokes light detected with the light detector 26 in accordance with a position where backscattering has occurred, the position being identified from the intensity of Rayleigh scattered light.
As illustrated in
When the transfer function h is subjected to Fourier transformation, a function g having a shape as illustrated in
For example, when the temperature in a tunnel or the temperature of a blast furnace is measured, the change in temperature along an installation path of an optical fiber is relatively little, so that measurement points do not have to be arranged densely. Thus, the temperature measurement system is not desired to have a high precision position resolution.
However, when the use is for temperature control in a computer room, the temperature is preferably measured at multiple measurement points in the racks 11. The measurement points are preferably arranged at relatively short intervals along the installation path of the optical fiber 24. In this case, the signal outputted from the temperature measurement apparatus 20 provides a temperature distribution having passed through the above-described low-pass filter. Hence, the temperature at each measurement point is not measured with high precision.
As illustrated in
Accordingly, it may be understood that, in order to acquire a temperature distribution in a temperature measurement area with high precision, a measured temperature distribution outputted from the temperature measurement apparatus 20 is preferably corrected with the signal processor 28 so as to make the measured temperature distribution close to the actual temperature distribution. As a method of correcting a measured temperature distribution in such a manner, it is conceivable to use an inverse filter (such as a deconvolution filter) adopting an inverse correction function obtained from an impulse response.
As illustrated in
Moreover, a frequency component in the spatial frequency region lost by the action of the low-pass filter is not recovered well with the inverse filter if the power spectrum of the frequency component is smaller than the power spectrum of a frequency component in the spatial frequency region included in the noise during the measurement.
As described above, it is difficult to recover the spatial frequency component lost in measured temperature distribution by causing the inverse filter to act on a measured temperature distribution.
Thus, in the present embodiment, a measured temperature distribution is corrected as follows so as to make it close to an actual temperature distribution.
As illustrated in
In addition, in the rack 11, the optical fiber 24 is installed in such a manner that at least a portion of the optical fiber-installation path from the first coiled portion 24x to the third coiled portion 24z overlaps at least a portion of the optical fiber-installation path from the third coiled portion 24z to the second coiled portion 24y. In the example of
The diameter of each of the coiled portions 24x, 24y, 24z is not particularly limited, but the lower limit is preferably twice the minimum bend radius allowable for the optical fiber 24 (approximately 15 mm). Meanwhile, the upper limit of the diameter of each of the coiled portions 24x, 24y, 24z is preferably to be a diameter (for example, 45 mm) that allows the coiled portion to be located within a region regarded to have the same temperature spatially.
As described above, by forming the coiled portions 24x, 24y, 24z with a small diameter, the temperatures at the measurement points in the coiled portions 24x, 24y, 24z may be regarded to be the same. For example, the temperature at any measurement point in the first coiled portion 24x and the second coiled portion 24y may be regarded as the same as the temperature of the free access floor 10b (the temperature of air blown from the air conditioner 19). Further, the temperature at any measurement point in the third coiled portion 24z may be regarded as the same.
In the present embodiment, the length of the optical fiber 24 wound in the first coiled portion 24x and the second coiled portion 24y is set as follows.
As seen from
The difference between the actual temperature and the measured temperature becomes smaller as the distance from the heating portion becomes longer. With the transfer function h in
Hence, when the length of a section wound in each of the coiled portions 24x, 24y in the installation path of the optical fiber 24 in
In the example of
In this case, the heat source is the computers in the racks 11. In addition, a section G of the installation path of the optical fiber 24 in the free access floor 10b may be regarded as having a temperature kept constant by air having a temperature adjusted by the air conditioner 19.
Note that, in this example, the section G is allocated to each of the coiled portions 24x and 24y, so that the starting point of the section G is the lower surface of the floor 12, and the end point thereof is a center point P of the adjacent racks 11.
A length L of the optical fiber 24 in the section G is (D1/2)+D2+D3, where D3 is the length of the portions of the optical fiber 24 wound in the coiled portions 24x, 24y. If this length L is equal to or longer than the absolute value of the zero point X3 of the transfer function h, a measurement point not affected by heat from the computers in the racks 11 exists in the section G (the center point P in the example of
The lengths D1, D2, D3 are not particularly limited, as long as the length L of the optical fiber 24 in the section G is equal to or longer than the absolute value (3.3 m) of the zero point X3 of the transfer function h. In this example, the length L is 3.3 m as D1, D2, and D3 are set to 1.0 m, 0.5 m, and 2.3 m, respectively. Thus, the length L is set equal to or longer than the absolute value (3.3 m) of the zero point X3 of the transfer function h.
The installation example of the optical fiber 24 in
For example, in the rack 11, the optical fiber 24 is installed in such a manner that at least portions of an advancing path and a returning path of the optical fiber 24 overlap each other. Thus, overlapping points H1 and H2, which are measurement points regarded as having the same temperature, exist in the advancing path and the returning path. Accordingly, during the correction on the measured temperature distribution, a condition that the correction temperatures for the overlapping points H1, H2 are the same temperature may be added.
For the same reason, the measurement points in the third coiled portion 24z may be regarded as overlapping points Ki having practically the same temperature. A condition that the temperatures at the overlapping points Ki are the same may be added.
Hereinafter, a temperature measurement method utilizing the aforementioned characteristics will be described.
In step S1 first, a measured temperature distribution along the installation path of the optical fiber 24 is acquired from the temperature measurement apparatus 20.
As seen from
First, the measured temperature distribution is expressed as in Equation (1) below.
[Math. 1]
y={yk}k=0k=∞ (1)
Here, the subscript k in the component yk indicates a k-th measurement point along the optical fiber-installation path. In addition, the component yk represents a value obtained by subtracting a reference temperature TAB (in the example of
Moreover, the actual temperature distribution is expressed as in Equation (2) below.
[Math. 2]
x={xi}i=0i=∞ (2)
As in the case of Equation (1), the subscript i in the component xi indicates an i-th measurement point, and the component xi represents a value obtained by subtracting the reference temperature TAB from the actual temperature at the i-th measurement point i.
In this case, the measured temperature distribution y may be expressed as in Equation (3) below as a convolution of the actual temperature distribution x with the transfer function h.
Here, i is within the range satisfying the condition that the subscript k−i is 0 or larger.
Further, the equation (3) may also be expressed for each component as in Equation (4) below.
According to Equation (4), each component hi−j of the transfer function may be calculated using a least squares method or the like while Equation (4) is viewed as simultaneous equations for hj.
As the actual temperature distribution x and the measured temperature distribution y for obtaining each component hi−j of the transfer function, for example, the stepped actual temperature distribution as illustrated in
Note that since the optical fiber 24 has a group delay characteristic, the transfer function h changes in accordance with the distance from the light source. For this reason, the transfer function h is not defined unambiguously over the entire length of the optical fiber 24. However, for a short section of the optical fiber 24, the transfer function h may be defined unambiguously for the section with an assumption that the loss or delay of an optical signal in the optical fiber 24 is uniform.
Moreover, the transfer function h differs depending not only on the distance from the light source, but also on the material of the optical fiber 24, the pulse waveform of an incident laser ray, and the pulse response characteristic of the light detector 26. Accordingly, the transfer function h is preferably determined using the optical fiber 24 and the temperature measurement apparatus 20, which are actually employed.
Meanwhile, when Equation (3) is considered with a focus on a region where there is a change in temperature (hereinafter, focus region), regions therearound are regions where there is no change in temperature (regions having a temperature value of TAB). In these regions, the values of the components xi and yk are 0. Accordingly, xi and yk of the regions around the focus region are meaningless in the calculation in Equation (3). For this reason, a column vector collecting components from Equation (2) but excluding all components which are around the focus region where there is a change in temperature, i.e., having the value of 0, is expressed as in Equation (5) below.
x=(x0,x1,x2, . . . , xn)t (5)
In the case of the measured temperature distribution also, the values of components of a region where there is no change in temperature are 0 and meaningless in the calculation. Hence, a column vector collecting components from Equation (1) but excluding all components which are around the focus region where there is a change in temperature, i.e., having the value of 0, is expressed as in Equation (6) below.
[Math. 6]
y=(y0,y1,y2, . . . , ym)t (6)
The numbers of the components of the column vectors in Equations (5) and (6) are n+1 and m+1, respectively. However, of m and n, m is the larger than n(m>n). This is because the measured temperature distribution spreads wider than the actual temperature distribution in a horizontal direction as illustrated in
As in Equations (5) and (6), in a case where the actual temperature distribution x and the measured temperature distribution y are set as column vectors with a finite dimension while Equation (4) is expressed in the form of Equation (7) below, [H] is formed on the basis of the transfer function h and has a finite number, (m+1)×(n+1), of components. [H], which is formed in this manner, is called a matrix representation of the transfer function.
[Math. 7]
y=[H]x (7)
Note that the dimension of each of the column vectors x and y in Equation (7) is a finite dimension as in Equations (5) and (6).
In Equation (7), components yi of the column vector y correspond to a number, m+1, of values obtained by temperature measurement, and [H] may be regarded as a coefficient matrix of (m+1)×(n+1) of simultaneous equations. As described above, since the relationship m>n holds true, the simultaneous equations are underspecified for x. For this reason, in the present embodiment, a square error e as in Equation (8) below is considered.
[Math. 8]
e=∥y−[H]X∥
2=(y−[H]X)t(y−[H]X) (8)
Note that, similarly to the actual temperature distribution, the column vector X in Equation (8) is an n-dimensional vector having components as illustrated in Equation (9) below.
[Math. 9]
X=(X0,X1,X2, . . . , Xn)t (9)
The column vector X that makes the e value in Equation (8) small approximately satisfies Equation (7) as well. The smaller the e value in Equation (8), the higher the precision of approximation, and the column vector X becomes closer to the column vector x (actual temperature distribution). Hereinafter, the column vector X is also called a corrected temperature distribution of the column vector y (measured temperature distribution). According to this, Equation (8) may be said to be an equation for calculating the square error e between the measured temperature distribution y and a convolution of the transfer function h of the optical fiber 24 along the installation path with the corrected temperature distribution X.
In order to acquire the corrected temperature distribution X that makes the square error e as small as possible, a gradient vector ∂e/∂X of the square error e is calculated from Equation (8) according to Equation (10) below.
In order that the gradient vector ∂e/∂X becomes 0, components Xi of the column vector X are determined by a least squares method.
Note that if the diagonal component of [H]t[H] in Equation (10) is slightly increased in consideration of noise during the measurement, amplification of the high frequency component of the noise may be suppressed, and the margin tolerance may be increased. The above-described correction with the inverse filter (see
Here, the gradient vector ∂e/∂X indicates a direction, in which the square error e increases. Accordingly, a movement in a direction of a reverse sign −∂e/∂X decreases the square error e.
Hence, in the present embodiment, the correction is sequentially made on the column vector X as in Equation (11) below.
Here, k represents the number of repetitions of the correction, and X(k) represents a corrected temperature distribution after the correction is made k times. The components of this X(k) may be expressed as in Equation (12) below.
[Math. 12]
X
(k)=(X0(k),X1(k), . . . , Xn(k))t (12)
In addition, α represents a positive correction coefficient to which Equation (11) converges, and may be selected within a range of 0.5 to 1 empirically. Hereinafter, calculation is performed where α is 0.5.
Moreover, an initial value X(0) is a zero vector. For calculation of ∂e/∂X in Equation (11), Equation (10) is used in which the diagonal component of [H]t[H] is slightly increased.
In the present embodiment, calculation is repeated using Equation (11). Thereby, calculation for a corrected temperature distribution X(k+1) which makes the square error e further smaller than X(k) is performed sequentially multiple times.
Meanwhile, as described with reference to
Note that the reference temperature TAB is not limited to the temperature at the center point P. For example, the reference temperature TAB may be an average value of measured values at multiple measurement points selected from the measurement points in the section G. In this case, by increasing the length D3 of the portions of the optical fiber 24 wound in the coiled portions 24x, 24y to a length longer than the aforementioned length of 2.3 m, the number of measurement points not affected by the heat sources in the racks 11 is increased, and the reliability of the reference temperature is improved.
Moreover, as described with reference to
Furthermore, similarly to this, for the multiple overlapping points Ki in the third coiled portion 24z also, components Xi(k) of the measured temperature distribution at overlapping points K1 are replaced with an average value Xavg2 of corrected temperatures Xi(k) at these overlapping points Ki every time the correction calculation according to Equation (11) is performed. As described above, the corrected temperatures Xi(k) are component values at measurement points corresponding to the overlapping points Ki among the multiple components Xi(k) of the corrected temperature distribution X(k). Moreover, the average value Xavg2 of these has the meaning as the common estimated temperature for the overlapping points Ki.
For example, in the present embodiment, the interval between the measurement points in the optical fiber 24 is set to 0.1 m. Accordingly, when the length of the portion of the optical fiber 24 wound in the third coiled portion 24z is 0.5 m, the number of the overlapping points Ki is 5 (=0.5 m/0.1 m). Thus, components Xi−2(k), Xi−1(k), Xi(k), Xi+1(k), Xi+2(k) of the corrected temperature distribution at these overlapping points Ki−2, Ki−1, Ki, Ki+1, Ki+2 may be replaced with an average value Xavg2(=(Xi−2(k)+Xi−1(k)+Xi(k)+Xi+1(k)+Xi+2(k))/5) of corrected temperatures Xi−2(k), Xi−1(k), Xi(k), Xi+1(k), Xi+2(k) at the respective points every time the correction calculation is performed.
Meanwhile, in the present embodiment, the temperature at any measurement point in the coiled portions 24x, 24y is regarded as TAB as described above. Moreover, each component of the column vectors x, y, X is a value obtained by subtracting TAB from the real temperature. Thus, in order to acquire a final corrected temperature distribution Tiomp
[Math. 13]
T
iomp
i
=X
i
(n)
+T
AB (13)
In addition, in the optical fiber 24, the temperature of a portion disposed in the device installation area 10a (including the inside of the racks 11) does not fall below the temperature of the coiled portions 24x, 24y disposed in the free access floor 10b. This condition is expressed as in Equation (14) below.
[Math. 14]
X
i
(k)≧0 (14)
Thus, if there is a component that makes Xi(k)<0 at k-th calculation according to Equation (11), the component Xi(k) is set to 0, and then (k+1)th calculation is performed.
In this manner, in a case where the temperature measurement area includes a portion known to have a temperature equal to or higher than a predetermined temperature, when the corrected temperature at the portion using Equation (11) becomes lower than the predetermined temperature, the calculation is simplified by replacing the corrected temperature at the portion with the predetermined temperature.
In contrast, in a case where the temperature measurement area includes a portion known to have a temperature equal to or lower than a predetermined temperature, the corrected temperature at the portion using Equation (11) is replaced with the predetermined temperature, when the corrected temperature at the portion becomes higher than the predetermined temperature, as well.
In step S2, the correction calculation using Equation (11) is repeated as described above, and the final corrected temperature distribution Tiomp
As described above, the primary steps of the temperature measurement method according to the present embodiment are completed.
Next, effects of the aforementioned temperature measurement method will be described.
As described above, in the present embodiment, every time the correction calculation according to Equation (11) is performed, corrected temperatures at specific measurement points in the installation path of the optical fiber 24 are replaced with a known temperature or an average temperature. This may make it possible to acquire a corrected temperature distribution close to an actual temperature distribution. Thereby, even if the actual temperature changes in a short cycle along the installation path of the optical fiber 24 as in the rack 11, temperature measurement may be performed with high precision.
Moreover, by utilizing the temperature measurement result, the cooled state of the device installation area 10a and the like may be kept optimum while the airflow rate of the air conditioners 19 (see
From this
As seen from
Meanwhile, in a case where the optical fiber 24 is installed as illustrated in
For example, suppose that the length of the optical fiber 24 installed in each rack 11 is 4.0 m; the length of the optical fiber 24 wound in the coiled portions 24x, 24y is 2.3 m; the distance from the coiled portions 24x, 24y to the rack 11 (D2 in
In this case, when the length of one optical fiber 24 is 1 km (=1000 m), the number of racks in which one optical fiber 24 may be installed is 88 (≈1000 m/11.3 m).
Meanwhile, in a case where the optical fiber 24 is installed as illustrated in
Hereinafter, a method to eliminate these problems will be described.
In this example, all the measurement points included in the optical fiber 24 between the coiled portion 24n1 and the coiled portion 24n2 are considered as a single matrix. In addition, the correction using Equation (11) is repeated 100 times as described above, and the temperatures at the measurement points in the free access floor 10b are replaced with the reference temperature every time the correction is made.
From
In this case, suppose that the length of the optical fiber 24 installed in each rack 11 is 4.0 m; the distance from the free access floor 10b to the rack 11 (corresponding to D2 in
Note that, in the above-described embodiment, the optical fiber 24 is vertically installed at the outlet surface of the rack 11, but may be installed as illustrated in
In a case where the optical fiber 24 is installed as illustrated in this
Note that, in the above-described embodiments, the description has been given with regard to the temperature measurement in the computer room. However, this disclosed technology may be applicable also to temperature measurement in facilities such as office buildings and factories.
All examples and conditional language recited herein are intended for pedagogical purposes to aid the reader in understanding the invention and the concepts contributed by the inventor to furthering the art, and are to be construed as being without limitation to such specifically recited examples and conditions, nor does the organization of such examples in the specification relate to a showing of the superiority and inferiority of the invention. Although the embodiments of the present inventions have been described in detail, it should be understood that the various changes, substitutions, and alterations could be made hereto without departing from the spirit and scope of the invention.
This application is a continuation of International Patent Application No. PCT/JP2010/069329 filed Oct. 29, 2010 and designated the U.S., the entire contents of which are incorporated herein by reference.
Number | Date | Country | |
---|---|---|---|
Parent | PCT/JP2010/069329 | Oct 2010 | US |
Child | 13847580 | US |